{"id":"W2152763957","doi":"10.2203/dose-response.07-014.mitchel","title":"Cancer and Low Dose Responses <i>in vivo</i> : Implications for Radiation Protection","year":2007,"lang":"en","type":"article","venue":"Dose-Response","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"Atomic Energy of Canada Limited","keywords":"Ionizing radiation; Radiation protection; Limiting; Radiation; Low Dose Radiation; Dose rate; Weighting; Nuclear medicine; Cancer; Risk analysis (engineering); Radiation dose; Medicine; Risk assessment; Threshold dose; Toxicology; Medical physics; Irradiation; Computer science; Physics; Biology; Internal medicine; Nuclear physics; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007361424,0.001104916,0.001553543,0.00104631,0.0004504345,0.002625958,0.001926701,0.003153871,0.006815816],"category_scores_gemma":[0.01634907,0.000550982,0.001206073,0.0008118014,0.004967025,0.003723481,0.001460083,0.003704144,0.001689383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00200439,"about_ca_system_score_gemma":0.0008615079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486751,"about_ca_topic_score_gemma":0.0007099501,"domain_scores_codex":[0.9947503,0.003116331,0.0002261636,0.0008650178,0.0008025868,0.0002396691],"domain_scores_gemma":[0.979587,0.01460702,0.002081891,0.002361151,0.0009230875,0.0004398187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00602604,0.001762156,0.102294,0.006697826,0.0009835997,0.002145936,0.001666185,0.05289732,0.2873501,0.2493494,0.01227445,0.2765532],"study_design_scores_gemma":[0.0001861515,0.005858952,0.165143,0.001103827,0.0007201279,0.0115107,0.002272611,0.03862105,0.2569395,0.4335578,0.08355039,0.0005358124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2701716,0.193993,0.4059542,0.0541524,0.002531897,0.0004232277,0.001810107,0.001365763,0.06959782],"genre_scores_gemma":[0.927843,0.0237136,0.02575489,0.01089371,0.0008092692,0.0002794795,0.0005207608,0.0002261749,0.009959091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007361424,"threshold_uncertainty_score":0.03893143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764016363009314,"score_gpt":0.3300886272885037,"score_spread":0.3124484636584106,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}